Python ML Libraries
4. Scikit learn
1. Intro to ML AI
— Classification vs Regression
— Supervised vs Unsupervised Learning
2. Introduction to Tensorflow
— Linear Regression
— Logistic Regression
Introduction to NN
— N-layer NN
— Image classification using NN (Project)
1. Fitting the model
— Over fitting
2. Data Processing and Cleaning
— NN and Deep Learning
— A lot of resources
Basics of photoshop
- Pan, Zoom, Show/Hide tools and panels
- Working with full screens (F)
- Layer panel (F7)
Create/Delete/Move/Duplicate Layers and Groups, Pixel/Position Locks
Masking, Effects, Opacity, Fill, Multiple layer selection, link layers
- Foreground/Background color, Swap(X), Default(D)
- Marquee selction tool (M, Shift+M)
- Move tool (V, Ctrl)
- Eye Dropper (I)
- Text (T)
- Hand (H, Space)
- Zoom (Z, Ctrl+Space+Click, Alt+Space+Click)
- Shape (U, Shift+U)
- Pen (P)
- Fill/Gradient (G)
- Crop (C)
- Font Family/Size/Weight, Line height, Letter spacing, Color, Paragraph
About UI Design
- Website Sections/Portions/Elements
- Photoshop Shortcuts
- Tricky Combination of tools
- Secret Tips and Tricks
- The fastest method of Operating Photoshop
Sizes and Dimensions
- Screen Sizes and Resolutions
- Responsive Web, Breakpoints
- Pixel Ratio, PPI
- Grids and Guides
- Distinguish between good and bad design
- Color concepts/combinations
- Concept of space/margins/gaps
- Vector/Raster Drawing
- Shapes, Smart Objects
- Transform, Expand, Contract
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